Ctrl+F for X-rays: SAM 3.1 finds 50 bones in 286ms, fully local on one A100
MaziyarPanahi · x · 2026-10-13
Developer Maziyar Panahi built a "Ctrl+F for X-rays" demo using Meta's SAM 3.1 for open-vocabulary detection on medical imagery.
- Typing "bone" surfaces 50 bones on a hand X-ray in 286 ms; "finger" and "hand" work just as instantly
- The same setup segments items like "scissors" and "hammer" on a surgical tray
- Runs entirely local on a single NVIDIA A100, with the model hosted on Hugging Face
Related event: SAM 3.1 Enables Ctrl+F for X-Rays, Locating 50 Bones in 286ms(2 posts)→
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